Development and evaluation of machine learning models for individualized prediction of myopia control efficacy treated with overnight orthokeratology.

Journal: Frontiers in medicine
Published Date: Jan 1, 2025

Abstract

PURPOSE: The primary objective of this study is to develop a predictive model utilizing fundamental clinical and ocular measurements to predict the effect of overnight orthokeratology on myopia control. Accordingly, this study aims to assist ophthalmologists in selecting adolescent myopia control methods.

Authors

  • Lan Zhang
    Mental Health Center, West China Hospital, Sichuan University, Chengdu, China.
  • Mingjun Gao
    Department of Neurosurgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, China.
  • Yiru Wang
    College of Biosystems Engineering and Food Science, State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310058, China.
  • Siqi Zhang
    Tianjin Key Laboratory of Optoelectronic Detection Technology and System , Tianjin , China.
  • Huailin Zhu
    Department of Ophthalmology, The Second Hospital of Dalian Medical University, Dalian, China.
  • Qi Zhao

Keywords

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